Rough Set Based Color Channel Selection
Autor: | Dev, Soumyabrata, Savoy, Florian M., Lee, Yee Hui, Winkler, Stefan |
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Rok vydání: | 2016 |
Předmět: | |
Druh dokumentu: | Working Paper |
DOI: | 10.1109/LGRS.2016.2625303 |
Popis: | Color channel selection is essential for accurate segmentation of sky and clouds in images obtained from ground-based sky cameras. Most prior works in cloud segmentation use threshold based methods on color channels selected in an ad-hoc manner. In this letter, we propose the use of rough sets for color channel selection in visible-light images. Our proposed approach assesses color channels with respect to their contribution for segmentation, and identifies the most effective ones. Comment: Accepted in IEEE Geoscience and Remote Sensing Letters, 2016 |
Databáze: | arXiv |
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